Does Data Repair Lead to Fair Models? Curating Contextually Fair Data To Reduce Model Bias.
Sharat AgarwalSumanyu MukuSaket AnandChetan AroraPublished in: CoRR (2021)
Keyphrases
- experimental data
- data sets
- statistical analysis
- data processing
- image data
- prior knowledge
- probabilistic model
- computational model
- data collection
- historical data
- data analysis
- data sources
- data structure
- statistical methods
- high level
- accurate models
- database
- original data
- predictive model
- simulation data
- subject specific
- synthetic data
- computer systems
- data points
- databases
- process model
- spatial data
- statistical model
- statistical models
- input data
- knowledge discovery
- classification models
- model based diagnosis
- training data
- database systems
- decision trees